{"id":"W3035339799","doi":"10.3390/ma13122678","title":"Characteristics of Lightweight Cellular Concrete and Effects on Mechanical Properties","year":2020,"lang":"en","type":"article","venue":"Materials","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Chongqing Jiaotong University; University of Waterloo; Chongqing Postdoctoral Science Foundation","keywords":"Materials science; Composite material; Structural engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002578805,0.0002932059,0.0002626842,0.0006971366,0.0001958289,0.0003060872,0.0001446526,0.0003023487,0.001021766],"category_scores_gemma":[0.001067511,0.0001852429,0.0001759882,0.0003768138,0.0003874538,0.0003180942,0.0002904606,0.0002218578,0.0001686471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619048,"about_ca_system_score_gemma":0.0002483226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148243,"about_ca_topic_score_gemma":0.003304759,"domain_scores_codex":[0.9995746,0.00004990553,0.00002698088,0.00006203469,0.0002385701,0.00004800651],"domain_scores_gemma":[0.9989707,0.0002619247,0.0003459111,0.00006882739,0.0002508936,0.0001016554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002330499,0.00006258166,0.03931336,0.0001559125,0.00002478125,0.0003768909,0.000150357,0.005065249,0.9449407,0.0001741549,0.00004252443,0.009460474],"study_design_scores_gemma":[0.00001062777,0.0009564764,0.3897654,0.00002964664,0.00009145611,0.001450798,0.0006423049,0.009493159,0.5951244,0.0002404445,0.002140137,0.00005519127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982042,0.000201819,0.0009517288,0.000008791357,0.000002167871,0.000009179023,0.00005832148,0.00001602246,0.0005477934],"genre_scores_gemma":[0.9994228,0.0000695405,0.0002465436,0.000003276165,0.000001095716,0.000003262788,0.00003729761,0.000004171602,0.0002120274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00148243,"threshold_uncertainty_score":0.003418148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119058517720305,"score_gpt":0.1790228837702509,"score_spread":0.1671170319982204,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}